Scaling TCO in a Post Moore's Era
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This presentation by AMD at the Rice Oil & Gas HPC Conference discusses forward-looking statements regarding AMD's products and markets, highlighting potential risks and uncertainties. It emphasizes the significance of reviewing SEC filings for detailed risks and uncertainties associated with the company's expectations. Additionally, the presentation outlines technological advancements and innovations related to AMD's hardware and software capabilities.
![18 CORPORATE TEMPLATE | AMD CONFIDENTIAL | 2020
[AMD Official Use Only - Internal Distribution Only]
CPU CODE
char **data;
data = (char**)malloc(N*sizeof(char*));
for (int i = 0; i < N; i++) data[i] = i;
cpu_kernel (data, N);
GPU CODE W/O UNIFIED MEMORY
More Lines of Code -> More Complex for Developers
char **data;
data = (char**)malloc(N*sizeof(char*));
for (int i = 0; i < N; i++) data[i] = i;
char **device_data;
for (int i = 0; i < N; i++) {
hipMalloc(&host_data[i], N);
hipMemcpy(host_data[i], data[i], N, ...);
}
hipMalloc(&device_data, N*sizeof(char*));
hipMemcpy(device_data, host_data, N*sizeof(char*), ...);
gpu_kernel<<<...>>> (data, N);
GPU CODE W/ UNIFIED MEMORY
Like CPU Code, but Accelerated
char **data;
data = (char**)malloc(N*sizeof(char*));
for (int i = 0; i < N; i++) data[i] = i;
gpu_kernel <<<...>>> (data, N);](https://image.slidesharecdn.com/amd-200308163033/85/Scaling-TCO-in-a-Post-Moore-s-Era-18-320.jpg)
Scaling TCO in a Post Moore's Era
- 1. BRADLEY MCCREDIE March 2, 2020
- 2. 2 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 This presentation contains forward-looking statements concerning Advanced Micro Devices, Inc. (AMD) including, but not limited to, the timing, features, functionality, availability, performance, expectations and expected benefits related to AMD’s products, future products and markets, which are made pursuant to the Safe Harbor provisions of the Private Securities Litigation Reform Act of 1995. Forward-looking statements are commonly identified by words such as "would," "may," "expects," "believes," "plans," "intends," "projects" and other terms with similar meaning. Investors are cautioned that the forward- looking statements in this presentation are based on current beliefs, assumptions and expectations, speak only as of the date of this presentation and involve risks and uncertainties that could cause actual results to differ materially from current expectations. Such statements are subject to certain known and unknown risks and uncertainties, many of which are difficult to predict and generally beyond AMD's control, that could cause actual results and other future events to differ materially from those expressed in, or implied or projected by, the forward-looking information and statements. Investors are urged to review in detail the risks and uncertainties in AMD's Securities and Exchange Commission filings including, but not limited to, AMD’s Annual Report on Form 10-K for the year ended December 28, 2019.
- 3. 3 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020
- 4. 4 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 * SOURCE: AMD, SEE END NOTES
- 5. 5 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 RETICLE LIMIT *SEE END NOTES
- 6. 6 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 Time Technology Gains Demand *ILLUSTRATIVE ONLY
- 7. 7 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 USE OF THIRD PARTY MARKS / LOGOS/ PRODUCTS IS FOR INFORMATIONAL PURPOSES ONLY AND NO ENDORSEMENT OF OR BY AMD IS INTENDED OR IMPLIED. GD-83
- 8. 8 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020
- 9. 9 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020
- 10. 10 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 2013 2014 2015 2016 2017 2018 2019 2020 *SEE END NOTES
- 11. 11 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020
- 12. 12 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 Time uArch Innovation Technology Gains Demand *ILLUSTRATIVE ONLY
- 13. 13 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020
- 14. 14 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 *ILLUSTRATIVE ONLY
- 15. 15 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 FLOPs/Watt FLOPs/mm2 CPU Vector Optimzed CPU GPU
- 16. 16 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020
- 17. 17 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 CPU GPU GPU GPU0 Memory GPU1 Memory System Memory CPU GPU GPU GPU0 Memory GPU1 Memory System Memory
- 18. 18 CORPORATE TEMPLATE | AMD CONFIDENTIAL | 2020 [AMD Official Use Only - Internal Distribution Only] CPU CODE char **data; data = (char**)malloc(N*sizeof(char*)); for (int i = 0; i < N; i++) data[i] = i; cpu_kernel (data, N); GPU CODE W/O UNIFIED MEMORY More Lines of Code -> More Complex for Developers char **data; data = (char**)malloc(N*sizeof(char*)); for (int i = 0; i < N; i++) data[i] = i; char **device_data; for (int i = 0; i < N; i++) { hipMalloc(&host_data[i], N); hipMemcpy(host_data[i], data[i], N, ...); } hipMalloc(&device_data, N*sizeof(char*)); hipMemcpy(device_data, host_data, N*sizeof(char*), ...); gpu_kernel<<<...>>> (data, N); GPU CODE W/ UNIFIED MEMORY Like CPU Code, but Accelerated char **data; data = (char**)malloc(N*sizeof(char*)); for (int i = 0; i < N; i++) data[i] = i; gpu_kernel <<<...>>> (data, N);
- 19. 19 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 Time Hetergenous Solutions uArch Innovation Technology Gains Demand *ILLUSTRATIVE ONLY
- 20. 20 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020
- 21. 21 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 USE OF THIRD PARTY MARKS / LOGOS/ PRODUCTS IS FOR INFORMATIONAL PURPOSES ONLY AND NO ENDORSEMENT OF OR BY AMD IS INTENDED OR IMPLIED. GD-83
- 22. 22 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 Industry leading HPC & ML frameworks for portability Standard Math and Communication Libraries C/C++, Python, Fortran CPU GPU Profilers, Tracers, and Debuggers for Developers System management for IT
- 23. 23 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 Virtually Automatic Conversion Developer maintains HIP port Portable HIP C++ CUDA-based application “HIPify” Resulting C++ code runs on NVIDIA or AMD GPUs AMD NVIDIA
- 24. 24 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 Time Open Innovation Hetergenous Solutions uArch Innovation Technology Gains Demand *ILLUSTRATIVE ONLY
- 25. 25 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 Architected together for scale and simplicity
- 27. 27 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 Slides 6, 7 L. T. Su, S. Naffziger and M. Papermaster, "Multi-chip technologies to unleash computing performance gains over the next decade," 2017 IEEE International Electron Devices Meeting (IEDM), San Francisco, CA, 2017. https://ieeexplore.ieee.org/abstract/document/8268306 Slide 9, 22 Use of third party marks / logos/ products is for informational purposes only and no endorsement of or by AMD is intended or implied. GD-83 Slide 12 15% IPC claim: AMD "Zen 2" CPU-based system scored an estimated 15% higher than previous generation AMD “Zen” based system using estimated SPECint®_base2006 results. SPEC and SPECint are registered trademarks of the Standard Performance Evaluation Corporation. See www.spec.org. EPYC-09
- 28. 28 RICE OIL&GAS HPC CONFERENCE | MARCH 2, 2020 DISCLAIMER The information contained herein is for informational purposes only, and is subject to change without notice. While every precaution has been taken in the preparation of this document, it may contain technical inaccuracies, omissions and typographical errors, and AMD is under no obligation to update or otherwise correct this information. Advanced Micro Devices, Inc. makes no representations or warranties with respect to the accuracy or completeness of the contents of this document, and assumes no liability of any kind, including the implied warranties of noninfringement, merchantability or fitness for particular purposes, with respect to the operation or use of AMD hardware, software or other products described herein. No license, including implied or arising by estoppel, to any intellectual property rights is granted by this document. Terms and limitations applicable to the purchase or use of AMD’s products are as set forth in a signed agreement between the parties or in AMD's Standard Terms and Conditions of Sale. GD-18 ©2020 Advanced Micro Devices, Inc. All rights reserved. AMD, the AMD Arrow logo, EPYC, Radeon Instinct, Infinity Fabric and combinations thereof are trademarks of Advanced Micro Devices, Inc. OpenMP and the OpenMP logo are registered trademarks of the OpenMP Architecture Review Board. PCIe is a registered trademark of the PCI-SIG Corporation. Other product names used in this publication are for identification purposes only and may be trademarks of their respective companies.